Increased random exploration in schizophrenia is associated with inflammation

被引:28
作者
Cathomas, Flurin [1 ,2 ]
Klaus, Federica [1 ,3 ]
Guetter, Karoline [1 ]
Chung, Hui-Kuan [4 ]
Beharelle, Anjali Raja [4 ,5 ,6 ]
Spiller, Tobias R. [7 ]
Schlegel, Rebecca [1 ]
Seifritz, Erich [1 ,5 ,6 ,8 ]
Hartmann-Riemer, Matthias N. [1 ]
Tobler, Philippe N. [4 ,5 ,6 ,8 ]
Kaiser, Stefan [9 ]
机构
[1] Univ Zurich, Psychiat Hosp, Dept Psychiat Psychotherapy & Psychosomat, CH-8032 Zurich, Switzerland
[2] Icahn Sch Med Mt Sinai, Friedman Brain Inst, Fishberg Dept Neurosci, New York, NY 10029 USA
[3] Univ Calif San Diego, Dept Psychiat, San Diego, CA 92103 USA
[4] Univ Zurich, Zurich Ctr Neuroecon, Dept Econ, CH-8006 Zurich, Switzerland
[5] Swiss Fed Inst Technol, Neurosci Ctr Zurich, CH-8057 Zurich, Switzerland
[6] Univ Zurich, CH-8057 Zurich, Switzerland
[7] Univ Zurich, Univ Hosp Zurich, Dept Consultat Liaison Psychiat & Psychosomat Med, Ramistr 100, CH-8091 Zurich, Switzerland
[8] Univ Zurich, Zurich Ctr Integrat Human Physiol, CH-8057 Zurich, Switzerland
[9] Geneva Univ Hosp, Dept Psychiat, Div Adult Psychiat, Chemin Petit Bel Air, CH-1225 Chene Bourg, Switzerland
来源
NPJ SCHIZOPHRENIA | 2021年 / 7卷 / 01期
基金
瑞士国家科学基金会;
关键词
C-REACTIVE PROTEIN; TRADE-OFF; DIMINISHED EXPRESSION; NEGATIVE SYMPTOMS; T-CELLS; COMPLEMENT; SYSTEM; EXPLOITATION; METAANALYSIS; ACTIVATION;
D O I
10.1038/s41537-020-00133-0
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
One aspect of goal-directed behavior, which is known to be impaired in patients with schizophrenia (SZ), is balancing between exploiting a familiar choice with known reward value and exploring a lesser known, but potentially more rewarding option. Despite its relevance to several symptom domains of SZ, this has received little attention in SZ research. In addition, while there is increasing evidence that SZ is associated with chronic low-grade inflammation, few studies have investigated how this relates to specific behaviors, such as balancing exploration and exploitation. We therefore assessed behaviors underlying the exploration-exploitation trade-off using a three-armed bandit task in 45 patients with SZ and 19 healthy controls (HC). This task allowed us to dissociate goal-unrelated (random) from goal-related (directed) exploration and correlate them with psychopathological symptoms. Moreover, we assessed a broad range of inflammatory proteins in the blood and related them to bandit task behavior. We found that, compared to HC, patients with SZ showed reduced task performance. This impairment was due to a shift from exploitation to random exploration, which was associated with symptoms of disorganization. Relative to HC, patients with SZ showed a pro-inflammatory blood profile. Furthermore, high-sensitivity C-reactive protein (hsCRP) positively correlated with random exploration, but not with directed exploration or exploitation. In conclusion, we show that low-grade inflammation in patients with SZ is associated with random exploration, which can be considered a behavioral marker for disorganization. hsCRP may constitute a marker for severity of, and a potential treatment target for maladaptive exploratory behaviors.
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页数:9
相关论文
共 89 条
[1]   A Primer on Foraging and the Explore/Exploit Trade-Off for Psychiatry Research [J].
Addicott, M. A. ;
Pearson, J. M. ;
Sweitzer, M. M. ;
Barack, D. L. ;
Platt, M. L. .
NEUROPSYCHOPHARMACOLOGY, 2017, 42 (10) :1931-1939
[2]   Homogenous 96-Plex PEA Immunoassay Exhibiting High Sensitivity, Specificity, and Excellent Scalability [J].
Assarsson, Erika ;
Lundberg, Martin ;
Holmquist, Goeran ;
Bjoerkesten, Johan ;
Thorsen, Stine Bucht ;
Ekman, Daniel ;
Eriksson, Anna ;
Dickens, Emma Rennel ;
Ohlsson, Sandra ;
Edfeldt, Gabriella ;
Andersson, Ann-Catrin ;
Lindstedt, Patrik ;
Stenvang, Jan ;
Gullberg, Mats ;
Fredriksson, Simon .
PLOS ONE, 2014, 9 (04)
[3]  
Association AP, 2013, Diagnostic and Statistical Manual of Mental Disorders: Dsm-5, Vxliv, P947
[4]   Adaptive gain and the role of the locus coeruleus-norepinephrine system in optimal performance [J].
Aston-Jones, G ;
Cohen, JD .
JOURNAL OF COMPARATIVE NEUROLOGY, 2005, 493 (01) :99-110
[5]   Identification of CCR6, the specific receptor for a novel lymphocyte-directed CC chemokine LARC [J].
Baba, M ;
Imai, T ;
Nishimura, M ;
Kakizaki, M ;
Takagi, S ;
Hieshima, K ;
Nomiyama, H ;
Yoshie, O .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1997, 272 (23) :14893-14898
[6]   Transcranial Stimulation over Frontopolar Cortex Elucidates the Choice Attributes and Neural Mechanisms Used to Resolve Exploration-Exploitation Trade-Offs [J].
Beharelle, Anjali Raja ;
Polania, Rafael ;
Hare, Todd A. ;
Ruff, Christian C. .
JOURNAL OF NEUROSCIENCE, 2015, 35 (43) :14544-14556
[7]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[8]   The classical pathway is the dominant complement pathway required for innate immunity to Streptococcus pneumoniae infection in mice [J].
Brown, JS ;
Hussell, T ;
Gilliland, SM ;
Holden, DW ;
Paton, JC ;
Ehrenstein, MR ;
Walport, MJ ;
Botto, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (26) :16969-16974
[9]   Negative symptoms: the 'pathology' of motivation and goal-directed behaviour [J].
Brown, RG ;
Pluck, G .
TRENDS IN NEUROSCIENCES, 2000, 23 (09) :412-417
[10]   Increased macrophages and changed brain endothelial cell gene expression in the frontal cortex of people with schizophrenia displaying inflammation [J].
Cai, Helen Q. ;
Catts, Vibeke S. ;
Webster, Maree J. ;
Galletly, Cherrie ;
Liu, Dennis ;
O'Donnell, Maryanne ;
Weickert, Thomas W. ;
Weickert, Cynthia Shannon .
MOLECULAR PSYCHIATRY, 2020, 25 (04) :761-775